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ORCIDFabian Caba Heilbron
Fabian David Caba Heilbron – Fabian Caba
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2020 – today
- 2025
[i36]Quynh Phung, Long Mai, Fabian David Caba Heilbron, Feng Liu, Jia-Bin Huang, Cusuh Ham:
CineVerse: Consistent Keyframe Synthesis for Cinematic Scene Composition. CoRR abs/2504.19894 (2025)- 2024
- [c38]David Chuan-En Lin
, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro:
VideoMap: Supporting Video Exploration, Brainstorming, and Prototyping in the Latent Space. Creativity & Cognition 2024: 311-327 - [c37]David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro:
Videogenic: Identifying Highlight Moments in Videos with Professional Photographs as a Prior. Creativity & Cognition 2024: 328-346 - [c36]Dawit Mureja Argaw, Mattia Soldan, Alejandro Pardo, Chen Zhao, Fabian Caba Heilbron, Joon Son Chung, Bernard Ghanem:
Towards Automated Movie Trailer Generation. CVPR 2024: 7445-7454 - [c35]Dawit Mureja Argaw, Seunghyun Yoon, Fabian Caba Heilbron, Hanieh Deilamsalehy, Trung Bui, Zhaowen Wang, Franck Dernoncourt, Joon Son Chung:
Scaling Up Video Summarization Pretraining with Large Language Models. CVPR 2024: 8332-8341 - [c34]Gihyun Kwon, Simon Jenni, Dingzeyu Li, Joon-Young Lee, Jong Chul Ye, Fabian Caba Heilbron:
Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models. CVPR 2024: 8880-8889 - [c33]Ishan Rajendrakumar Dave, Fabian Caba Heilbron, Mubarak Shah, Simon Jenni:
Sync from the Sea: Retrieving Alignable Videos from Large-Scale Datasets. ECCV (8) 2024: 371-388 - [c32]Linzi Xing, Quan Hung Tran, Fabian Caba, Franck Dernoncourt, Seunghyun Yoon, Zhaowen Wang, Trung Bui, Giuseppe Carenini:
Multi-modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation. MMM (3) 2024: 410-424 - [i35]Dawit Mureja Argaw, Seunghyun Yoon, Fabian Caba Heilbron, Hanieh Deilamsalehy, Trung Bui, Zhaowen Wang, Franck Dernoncourt, Joon Son Chung:
Scaling Up Video Summarization Pretraining with Large Language Models. CoRR abs/2404.03398 (2024) - [i34]Dawit Mureja Argaw, Mattia Soldan, Alejandro Pardo, Chen Zhao, Fabian Caba Heilbron, Joon Son Chung, Bernard Ghanem:
Towards Automated Movie Trailer Generation. CoRR abs/2404.03477 (2024) - [i33]Gihyun Kwon, Simon Jenni, Dingzeyu Li, Joon-Young Lee, Jong Chul Ye, Fabian Caba Heilbron:
Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models. CoRR abs/2404.03913 (2024) - [i32]Jiacheng Cheng, Hijung Valentina Shin, Nuno Vasconcelos, Bryan C. Russell, Fabian Caba Heilbron:
Adapting Dual-encoder Vision-language Models for Paraphrased Retrieval. CoRR abs/2405.03190 (2024) - [i31]Ishan Rajendrakumar Dave, Fabian Caba Heilbron, Mubarak Shah, Simon Jenni:
Sync from the Sea: Retrieving Alignable Videos from Large-Scale Datasets. CoRR abs/2409.01445 (2024) - [i30]Alejandro Pardo, Jui-Hsien Wang, Bernard Ghanem, Josef Sivic, Bryan C. Russell, Fabian Caba Heilbron:
Generative Timelines for Instructed Visual Assembly. CoRR abs/2411.12293 (2024) - 2023
- [c31]Merey Ramazanova, Victor Escorcia, Fabian Caba Heilbron, Chen Zhao, Bernard Ghanem:
OWL (Observe, Watch, Listen): Audiovisual Temporal Context for Localizing Actions in Egocentric Videos. CVPR Workshops 2023: 4880-4890 - [c30]Chun-Hsiao Yeh, Bryan C. Russell, Josef Sivic, Fabian Caba Heilbron, Simon Jenni:
Meta-Personalizing Vision-Language Models to Find Named Instances in Video. CVPR 2023: 19123-19132 - [c29]Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem:
PIVOT: Prompting for Video Continual Learning. CVPR 2023: 24214-24223 - [c28]Ting Lei, Fabian Caba, Qingchao Chen, Hailin Jin, Yuxin Peng, Yang Liu:
Efficient Adaptive Human-Object Interaction Detection with Concept-guided Memory. ICCV 2023: 6457-6467 - [c27]Dawit Mureja Argaw, Joon-Young Lee, Markus Woodson, In So Kweon, Fabian Caba Heilbron:
Long-range Multimodal Pretraining for Movie Understanding. ICCV 2023: 13346-13357 - [c26]Wayner Barrios, Mattia Soldan, Alberto Mario Ceballos-Arroyo, Fabian Caba Heilbron, Bernard Ghanem:
Localizing Moments in Long Video Via Multimodal Guidance. ICCV 2023: 13621-13632 - [i29]Wayner Barrios, Mattia Soldan, Fabian Caba Heilbron, Alberto Mario Ceballos-Arroyo, Bernard Ghanem:
Localizing Moments in Long Video Via Multimodal Guidance. CoRR abs/2302.13372 (2023) - [i28]Chun-Hsiao Yeh, Bryan C. Russell, Josef Sivic, Fabian Caba Heilbron, Simon Jenni:
Meta-Personalizing Vision-Language Models to Find Named Instances in Video. CoRR abs/2306.10169 (2023) - [i27]Dawit Mureja Argaw, Joon-Young Lee, Markus Woodson, In So Kweon, Fabian Caba Heilbron:
Long-range Multimodal Pretraining for Movie Understanding. CoRR abs/2308.09775 (2023) - [i26]Ting Lei, Fabian Caba, Qingchao Chen, Hailin Jin, Yuxin Peng, Yang Liu:
Efficient Adaptive Human-Object Interaction Detection with Concept-guided Memory. CoRR abs/2309.03696 (2023) - [i25]Linzi Xing, Quan Hung Tran, Fabian Caba, Franck Dernoncourt, Seunghyun Yoon, Zhaowen Wang, Trung Bui, Giuseppe Carenini:
Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation. CoRR abs/2312.00220 (2023) - 2022
- [c25]Santiago Castro, Fabian Caba:
FitCLIP: Refining Large-Scale Pretrained Image-Text Models for Zero-Shot Video Understanding Tasks. BMVC 2022: 939 - [c24]Mattia Soldan, Alejandro Pardo, Juan León Alcázar, Fabian Caba Heilbron, Chen Zhao, Silvio Giancola, Bernard Ghanem:
MAD: A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions. CVPR 2022: 5016-5025 - [c23]Andrés Villa, Kumail Alhamoud, Victor Escorcia, Fabian Caba Heilbron, Juan León Alcázar, Bernard Ghanem:
vCLIMB: A Novel Video Class Incremental Learning Benchmark. CVPR 2022: 19013-19022 - [c22]Dawit Mureja Argaw, Fabian Caba Heilbron, Joon-Young Lee, Markus Woodson, In So Kweon:
The Anatomy of Video Editing: A Dataset and Benchmark Suite for AI-Assisted Video Editing. ECCV (8) 2022: 201-218 - [c21]Alejandro Pardo, Fabian Caba Heilbron, Juan León Alcázar, Ali K. Thabet, Bernard Ghanem:
MovieCuts: A New Dataset and Benchmark for Cut Type Recognition. ECCV (7) 2022: 668-685 - [c20]Yu Xiong, Fabian Caba Heilbron, Dahua Lin:
Transcript to Video: Efficient Clip Sequencing from Texts. ACM Multimedia 2022: 5407-5416 - [i24]Andrés Villa, Kumail Alhamoud, Juan León Alcázar, Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem:
vCLIMB: A Novel Video Class Incremental Learning Benchmark. CoRR abs/2201.09381 (2022) - [i23]Merey Ramazanova, Victor Escorcia, Fabian Caba Heilbron, Chen Zhao, Bernard Ghanem:
OWL (Observe, Watch, Listen): Localizing Actions in Egocentric Video via Audiovisual Temporal Context. CoRR abs/2202.04947 (2022) - [i22]Santiago Castro, Fabian Caba Heilbron:
FitCLIP: Refining Large-Scale Pretrained Image-Text Models for Zero-Shot Video Understanding Tasks. CoRR abs/2203.13371 (2022) - [i21]Simon Jenni, Markus Woodson, Fabian Caba Heilbron:
Video-ReTime: Learning Temporally Varying Speediness for Time Remapping. CoRR abs/2205.05609 (2022) - [i20]Dawit Mureja Argaw, Fabian Caba Heilbron, Joon-Young Lee, Markus Woodson, In So Kweon:
The Anatomy of Video Editing: A Dataset and Benchmark Suite for AI-Assisted Video Editing. CoRR abs/2207.09812 (2022) - [i19]David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro:
VideoMap: Video Editing in Latent Space. CoRR abs/2211.12492 (2022) - [i18]David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro:
Videogenic: Video Highlights via Photogenic Moments. CoRR abs/2211.12493 (2022) - [i17]Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem:
PIVOT: Prompting for Video Continual Learning. CoRR abs/2212.04842 (2022) - 2021
- [j2]Ping Hu, Federico Perazzi, Fabian Caba Heilbron, Oliver Wang, Zhe Lin, Kate Saenko, Stan Sclaroff:
Real-Time Semantic Segmentation With Fast Attention. IEEE Robotics Autom. Lett. 6(1): 263-270 (2021) - [c19]Juan Leon Alcazar, Fabian Caba, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbeláez, Bernard Ghanem:
APES: Audiovisual Person Search in Untrimmed Video. CVPR Workshops 2021: 1720-1729 - [c18]Juan León Alcázar, Fabian Caba Heilbron, Ali K. Thabet, Bernard Ghanem:
MAAS: Multi-modal Assignation for Active Speaker Detection. ICCV 2021: 265-274 - [c17]Alejandro Pardo, Fabian Caba Heilbron, Juan León Alcázar, Ali K. Thabet, Bernard Ghanem:
Learning to Cut by Watching Movies. ICCV 2021: 6838-6848 - [c16]Yuzhong Huang, Xue Bai, Oliver Wang, Fabian Caba, Aseem Agarwala:
Learning Where to Cut from Edited Videos. ICCVW 2021: 3208-3216 - [c15]Alejandro Pardo, Humam Alwassel, Fabian Caba Heilbron, Ali K. Thabet, Bernard Ghanem:
RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization. WACV 2021: 3318-3327 - [i16]Juan León Alcázar, Fabian Caba Heilbron, Ali K. Thabet, Bernard Ghanem:
MAAS: Multi-modal Assignation for Active Speaker Detection. CoRR abs/2101.03682 (2021) - [i15]Juan Leon Alcazar, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbeláez, Bernard Ghanem, Fabian Caba Heilbron:
APES: Audiovisual Person Search in Untrimmed Video. CoRR abs/2106.01667 (2021) - [i14]Yu Xiong, Fabian Caba Heilbron, Dahua Lin:
Transcript to Video: Efficient Clip Sequencing from Texts. CoRR abs/2107.11851 (2021) - [i13]Alejandro Pardo, Fabian Caba Heilbron, Juan León Alcázar, Ali K. Thabet, Bernard Ghanem:
Learning to Cut by Watching Movies. CoRR abs/2108.04294 (2021) - [i12]Alejandro Pardo, Fabian Caba Heilbron, Juan León Alcázar, Ali K. Thabet, Bernard Ghanem:
MovieCuts: A New Dataset and Benchmark for Cut Type Recognition. CoRR abs/2109.05569 (2021) - [i11]Mattia Soldan, Alejandro Pardo, Juan León Alcázar, Fabian Caba Heilbron, Chen Zhao, Silvio Giancola, Bernard Ghanem:
MAD: A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions. CoRR abs/2112.00431 (2021) - 2020
- [j1]Marcos Baptista-Ríos, Roberto Javier López-Sastre, Fabian Caba Heilbron, Jan C. van Gemert, Francisco Javier Acevedo-Rodríguez, Saturnino Maldonado-Bascón:
Rethinking Online Action Detection in Untrimmed Videos: A Novel Online Evaluation Protocol. IEEE Access 8: 5139-5146 (2020) - [c14]Ping Hu, Fabian Caba, Oliver Wang, Zhe Lin, Stan Sclaroff, Federico Perazzi:
Temporally Distributed Networks for Fast Video Semantic Segmentation. CVPR 2020: 8815-8824 - [c13]Juan León Alcázar, Fabian Caba, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbeláez, Bernard Ghanem:
Active Speakers in Context. CVPR 2020: 12462-12471 - [i10]Marcos Baptista-Ríos, Roberto Javier López-Sastre, Fabian Caba Heilbron, Jan van Gemert, Francisco Javier Acevedo-Rodríguez, Saturnino Maldonado-Bascón:
The Instantaneous Accuracy: a Novel Metric for the Problem of Online Human Behaviour Recognition in Untrimmed Videos. CoRR abs/2003.09970 (2020) - [i9]Marcos Baptista-Ríos, Roberto Javier López-Sastre, Fabian Caba Heilbron, Jan van Gemert, Francisco Javier Acevedo-Rodríguez, Saturnino Maldonado-Bascón:
Rethinking Online Action Detection in Untrimmed Videos: A Novel Online Evaluation Protocol. CoRR abs/2003.12041 (2020) - [i8]Ping Hu, Fabian Caba Heilbron, Oliver Wang, Zhe Lin, Stan Sclaroff, Federico Perazzi:
Temporally Distributed Networks for Fast Video Semantic Segmentation. CoRR abs/2004.01800 (2020) - [i7]Juan Leon Alcazar, Fabian Caba Heilbron, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbeláez, Bernard Ghanem:
Active Speakers in Context. CoRR abs/2005.09812 (2020) - [i6]Ping Hu, Federico Perazzi, Fabian Caba Heilbron, Oliver Wang, Zhe Lin, Kate Saenko, Stan Sclaroff:
Real-time Semantic Segmentation with Fast Attention. CoRR abs/2007.03815 (2020)
2010 – 2019
- 2019
- [c12]Marcos Baptista-Ríos, Roberto Javier López-Sastre, Fabian Caba Heilbron, Jan van Gemert, Francisco Javier Acevedo-Rodríguez, Saturnino Maldonado-Bascón:
The Instantaneous Accuracy: a Novel Metric for the Problem of Online Human Behaviour Recognition in Untrimmed Videos. ICCV Workshops 2019: 1282-1284 - [c11]Fabian Caba Heilbron, Bojan Pepik, Zohar Barzelay, Michael Donoser:
Clothing Recognition in the Wild using the Amazon Catalog. ICCV Workshops 2019: 3145-3148 - [i5]Humam Alwassel, Fabian Caba Heilbron, Ali K. Thabet, Bernard Ghanem:
RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization. CoRR abs/1904.00227 (2019) - 2018
- [c10]Fabian Caba Heilbron, Joon-Young Lee, Hailin Jin, Bernard Ghanem:
What Do I Annotate Next? An Empirical Study of Active Learning for Action Localization. ECCV (11) 2018: 212-229 - [c9]Humam Alwassel, Fabian Caba Heilbron, Bernard Ghanem:
Action Search: Spotting Actions in Videos and Its Application to Temporal Action Localization. ECCV (9) 2018: 253-269 - [c8]Humam Alwassel, Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem:
Diagnosing Error in Temporal Action Detectors. ECCV (3) 2018: 264-280 - [i4]Humam Alwassel, Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem:
Diagnosing Error in Temporal Action Detectors. CoRR abs/1807.10706 (2018) - [i3]Bernard Ghanem, Juan Carlos Niebles, Cees Snoek, Fabian Caba Heilbron, Humam Alwassel, Victor Escorcia, Ranjay Krishna, Shyamal Buch, Cuong Duc Dao:
The ActivityNet Large-Scale Activity Recognition Challenge 2018 Summary. CoRR abs/1808.03766 (2018) - 2017
- [c7]Fabian Caba Heilbron, Wayner Barrios, Victor Escorcia, Bernard Ghanem:
SCC: Semantic Context Cascade for Efficient Action Detection. CVPR 2017: 3175-3184 - [i2]Humam Alwassel, Fabian Caba Heilbron, Bernard Ghanem:
Action Search: Learning to Search for Human Activities in Untrimmed Videos. CoRR abs/1706.04269 (2017) - [i1]Bernard Ghanem, Juan Carlos Niebles, Cees Snoek, Fabian Caba Heilbron, Humam Alwassel, Ranjay Krishna, Victor Escorcia, Kenji Hata, Shyamal Buch:
ActivityNet Challenge 2017 Summary. CoRR abs/1710.08011 (2017) - 2016
- [c6]Fabian Caba Heilbron, Juan Carlos Niebles, Bernard Ghanem:
Fast Temporal Activity Proposals for Efficient Detection of Human Actions in Untrimmed Videos. CVPR 2016: 1914-1923 - [c5]Victor Escorcia, Fabian Caba Heilbron, Juan Carlos Niebles, Bernard Ghanem:
DAPs: Deep Action Proposals for Action Understanding. ECCV (3) 2016: 768-784 - 2015
- [c4]Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem, Juan Carlos Niebles:
ActivityNet: A large-scale video benchmark for human activity understanding. CVPR 2015: 961-970 - [c3]Bernard Ghanem, Ali K. Thabet, Juan Carlos Niebles, Fabian Caba Heilbron:
Robust Manhattan Frame estimation from a single RGB-D image. CVPR 2015: 3772-3780 - 2014
- [c2]Fabian Caba Heilbron, Ali K. Thabet, Juan Carlos Niebles, Bernard Ghanem:
Camera Motion and Surrounding Scene Appearance as Context for Action Recognition. ACCV (4) 2014: 583-597 - [c1]Fabian Caba Heilbron, Juan Carlos Niebles:
Collecting and Annotating Human Activities in Web Videos. ICMR 2014: 377
Coauthor Index
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